Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.8512397 | 0.9527439 | 0.7619750 | 0.0904803 | 0.8762195 |
| bt | 0.8842975 | 0.9134146 | 0.9789808 | 0.1296968 | 0.7774390 |
| maxnet | 0.8842975 | 0.9420732 | 0.8644226 | 0.1006120 | 0.7512195 |
| gam | 0.8677686 | 0.9365854 | 0.7779584 | 0.0922342 | 0.7887195 |
| glm | 0.8760331 | 0.9329268 | 0.9417197 | 0.1016163 | 0.7530488 |